MISSION 161

Vectors

Learn the visual intuition behind linear algebra using vectors.

Objectives

  • Learn the geometric intution behind vectors.
  • Learn to perform vector operations.
  • Learn the link between linear combinations and solutions to linear systems.

Mission Outline

1. From Matrices To Vectors
2. Geometric Intuition Of Vectors
3. Vector Operations
4. Scaling Vectors
5. Vectors In NumPy
6. Dot Product
7. Linear Combination
8. Linear Combination And Vectors
9. The Matrix Equation
10. Next Steps
11. Takeaways

Course Info:

Linear Algebra For Machine Learning

Beginner

The average completion time for this course is 10-hours.

This course requires a premium subscription. This course  includes one free mission and three paid missions.  It is the 20th course in the Data Scientist in Python path.

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